{"id":"W4361271055","doi":"10.5194/gmd-2023-18-rc1","title":"Comment on gmd-2023-18","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Sea ice; Arctic ice pack; Climatology; Drift ice; Geology; Antarctic sea ice; Arctic; Sea ice thickness; Fast ice; Arctic sea ice decline; Sea ice concentration; Environmental science; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00127797,0.0007885161,0.0008801064,0.001002648,0.001977568,0.003773428,0.002091739,0.01388569,0.3782481],"category_scores_gemma":[0.008150476,0.0003817869,0.001227662,0.001212114,0.001053768,0.001768263,0.001724528,0.007492298,0.3389904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002977251,"about_ca_system_score_gemma":0.002562774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02545724,"about_ca_topic_score_gemma":0.02958427,"domain_scores_codex":[0.9988356,0.00007489226,0.00008294127,0.0001403225,0.0006187138,0.0002475246],"domain_scores_gemma":[0.9974843,0.0004435075,0.00009995639,0.0002602754,0.001289173,0.0004225945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002674892,0.00001001374,0.00004915401,0.00003117118,0.000001043895,0.00004516885,0.000006391451,0.00001207439,0.0000591528,0.0004723979,0.9954568,0.003829849],"study_design_scores_gemma":[0.00001640918,0.000008091966,0.0003614319,0.00004810574,0.000001143735,0.00001113297,0.00001720391,0.00002699082,0.00006331834,0.0002768654,0.9991633,0.000006117499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007970234,0.001185964,0.0008347255,0.1541476,0.2195842,0.0008388009,0.0190848,0.004313441,0.5992134],"genre_scores_gemma":[0.003004197,0.0004922028,0.0004638263,0.1748915,0.01951955,0.0004194984,0.004258797,0.0009214352,0.7960291],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3782481,"threshold_uncertainty_score":0.8868537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04555437942480895,"score_gpt":0.2804786647288413,"score_spread":0.2349242853040324,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}